Genetic Algorithm Python Packages

pygad

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

geneticalgorithm

Genetic Algorithm Package for Python

bluepyopt

Blue Brain Python Optimisation Library

solvor

Optimization solvers in pure Python: LP, MILP, SAT, constraint programming, graph and metaheuristics. No dependencies. Solvor all your optimization needs.

radiate

A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques

moptipy

A package for metaheuristic optimization in Python.

mgsurve

Python package to optimize mosquito traps' positioning in field trials.

geneticalgorithm2

Supported highly optimized and flexible genetic algorithm package for python3.8+

greyjack

GreyJack Solver is a constraint metaheuristic solver for Python, built on the robust foundations of Rust and Polars. It empowers you to tackle a wide array of constraint optimization problems, including continuous, integer, and mixed-integer challenges with ease and efficiency.

pvfit5

Estimation of the five parameters of the PV single-diode model from datasheet data at STC

finclaw-ai

AI-native quantitative finance engine with genetic algorithm strategy evolution

gaft

A Genetic Algorithm Framework in Python (not for production level)

sko

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

moldrug

moldrug (AKA mouse) is a Python package for drug-oriented optimization on the chemical space ​

leggedsnake

Leg mechanisms optimization using Python and genetic algorithms.

m-e-ga2

MEGA is a novel general purpose Genetic Algorithm frame work. That brings new Ideas and Features into the ML sphere such as transfer learning ,life long learning, and potentially open evolution. At the moment the code is still under development and investigation but I look forward to eventually validating the above claims.

basilisk-ai

Basilisk — Open-source AI red teaming framework with genetic prompt evolution. Automated LLM security testing for GPT-4, Claude, Grok, Gemini. OWASP LLM Top 10 coverage. 32 attack modules.

modestga

Optimized and benchmarked parallel Genetic Algorithm with inequality constraints, and a scipy-like interface

tsp-framework

Framework de algoritmos para resolver el Problema del Vendedor Viajero

mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

organisms

The Otago Research Genetic Algorithm for Nanoclusters, Including Structural Methods and Similarity (Organisms) program is a genetic algorithm designed to globally optimise nanoclusters (also known as clusters or nanoparticles)

thefittest

Implementation of data mining methods that use evolutionary algorithms

pyminos

Deep learning, architecture and hyper parameters search with genetic algorithms